Earlier quoted context omitted.
I generally like the idea— it's probably a sign of maturity. I'd add that it would be nice to be able to operate outside of certain fields and certain types of operations without that level of certification. For instance, freelance web devs, small business software employees, etc who aren't dealing in things like personal or trivial data could continue operation. For example: you don't need to be a doctor to be certi…
I agree, what do you think about some enforceable "do good" prior consent laws, in the same vein as scientists trying to do research on humans and requiring prior consent, where if you are caught being unethical towards the people on the other end of your work product, then there will be sanctions and steep penalties equal to how severe the work is judged against harming human rights etc. How do you modify the above…
Oh with regard to this one, I don't think my wording was clear. I meant with regard to testing or challenging to be certified without having a formal CS/related background. As: a doctor would have to have an MD to practice as a doctor amongst other certifications— I was contending that an explicit CS degree may not be an optimal equal designation for practicing software engineering/research, as it were. As a background— there are many talented and influential researchers who would be cut out of practicing if the line were drawn at a reputed CS degree. Aligning "software practice" (for lack of better wording) hard with a CS degree might be poor bounds for the field.
But I definitely think I agree, at least on a high level with what you're proposing. I hadn't considered it. Good things have come out of research using the large amounts of data available, so it should continue. But there definitely should be some sort of bounds and method for accountability. Also would include a special permissions and appeal process. There's I'm sure a lot of cost/benefit judgement as there is in many scientific experiments (there's seemingly a great deal of that in biological testing).
And you also might restrict certain entities from performing the research and instead be compensated for their collected data by a reputable research group. Said group can produce the hard/applied research, patents, and license them to groups to use them.